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Data mining method and device

A data mining and data source technology, applied in the field of big data, can solve problems such as inability to handle personalized needs and inability to bring high satisfaction to users

Active Publication Date: 2020-12-01
深圳市华成峰科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0003] Due to standardized analysis, traditional data mining software cannot handle individual needs and cannot bring high satisfaction to users

Method used

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  • Data mining method and device
  • Data mining method and device

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Embodiment Construction

[0023] In order to make the above objects, features and advantages of the present invention more clearly understood, the specific embodiments of the present invention will be described in detail below with reference to the accompanying drawings. In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. However, the present invention can be implemented in many other ways different from those described herein, and those skilled in the art can make similar improvements without departing from the connotation of the present invention. Therefore, the present invention is not limited by the specific implementation disclosed below.

[0024] Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The terms used herein in the description of the present invention are for the pu...

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Abstract

The invention relates to a data mining method and device. The method comprises the following steps that: obtaining real-time data from a data source; carrying out data cleaning on the real-time data to obtain cleaned real-time data; according to the cleaned real-time data, establishing a data warehouse; according to the real-time data in the data warehouse, through a preset data mining model, predicting the data of a preset time period, and generating and outputting a first prediction result, wherein the preset data mining model is the data mining model with highest accuracy in a plurality of data mining models which are determined through the analysis modeling of historical data. Through a plurality of different data mining models, the historical data is subjected to the analysis modeling, so that the selected model can more conform to the specificity of the historical data so as to improve prediction accuracy for different pieces of data of different customers, and the personalized demands of customers can be processed.

Description

technical field [0001] The invention relates to the technical field of big data, in particular to a data mining method and device. Background technique [0002] In recent years, due to the rapid development of global information technology and the rapid popularization of the Internet, resulting in the excess of data and information explosion, people urgently need to convert these data into useful information and knowledge and make use of them. This requires the use of data mining techniques. Data mining technology generally refers to the method of searching for hidden information from a large amount of data through algorithms. Data mining technology is widely used in many industries, such as financial industry, communication industry, transportation industry, large-scale retail industry and insurance industry. [0003] Traditional data mining software cannot handle individual needs due to standardized analysis, and cannot bring high satisfaction to users. Therefore, it is...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/215G06F16/2458G06F16/21G06Q30/02
CPCG06Q30/0201G06Q30/0202G06F16/212G06F16/215G06F16/2465
Inventor 徐宝莲
Owner 深圳市华成峰科技有限公司
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